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Fundamentals of Supervised Machine Learning [2023]
- 1
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The Basics of Machine Learning
- 2
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The Statistics of Machine Learning
- 3
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Model Selection and Regularization
- 4
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Discriminant Analysis, Nearest Neighbor, and Support Vector Machine
- 5
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Tree Modeling
- 6
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Artificial Neural Networks
- 7
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Deep Learning
- 8
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Sentiment Analysis